






"""simple docstring"""


from __future__ import annotations

import math
import random
from typing import Any




class 						__UpperCamelCase     :
					def __init__(							self							:	Any   )	->       None:
											lowerCAmelCase   :list[Any]						=			[]
											lowerCAmelCase   :int						=			0
											lowerCAmelCase   :int						=			0
					def        UpperCAmelCase__ (							self							:	str   )	->       bool:
											return self.head == self.tail
					def        UpperCAmelCase__ (							self							:	str     , UpperCAmelCase							:	Any   )	->       None:
											self.data.append(UpperCAmelCase   )
											lowerCAmelCase   :List[str]						=			self.tail + 1
					def        UpperCAmelCase__ (							self							:	str   )	->       Any:
											lowerCAmelCase   :Tuple						=			self.data[self.head]
											lowerCAmelCase   :int						=			self.head + 1
											return ret
					def        UpperCAmelCase__ (							self							:	Optional[int]   )	->       int:
											return self.tail - self.head
					def        UpperCAmelCase__ (							self							:	Any   )	->       None:
											print(self.data   )
											print('**************'   )
											print(self.data[self.head : self.tail]   )




class 						__UpperCamelCase     :
					def __init__(							self							:	List[Any]     , UpperCAmelCase							:	Any   )	->       None:
											lowerCAmelCase   :Any						=			data
											lowerCAmelCase   :MyNode | None						=			None
											lowerCAmelCase   :MyNode | None						=			None
											lowerCAmelCase   :int						=			1
					def        UpperCAmelCase__ (							self							:	Tuple   )	->       Any:
											return self.data
					def        UpperCAmelCase__ (							self							:	Dict   )	->       MyNode | None:
											return self.left
					def        UpperCAmelCase__ (							self							:	List[Any]   )	->       MyNode | None:
											return self.right
					def        UpperCAmelCase__ (							self							:	List[Any]   )	->       int:
											return self.height
					def        UpperCAmelCase__ (							self							:	Dict     , UpperCAmelCase							:	Any   )	->       None:
											lowerCAmelCase   :int						=			data
					def        UpperCAmelCase__ (							self							:	Optional[Any]     , UpperCAmelCase							:	MyNode | None   )	->       None:
											lowerCAmelCase   :Tuple						=			node
					def        UpperCAmelCase__ (							self							:	Dict     , UpperCAmelCase							:	MyNode | None   )	->       None:
											lowerCAmelCase   :Dict						=			node
					def        UpperCAmelCase__ (							self							:	Union[str, Any]     , UpperCAmelCase							:	int   )	->       None:
											lowerCAmelCase   :Any						=			height


def        UpperCAmelCase      (					a__ ):





						'''simple docstring'''






						if node is None:
												return 0
						return node.get_height()


def        UpperCAmelCase      (					a__     ,      a__ ):





						'''simple docstring'''






						if a > b:
												return a
						return b


def        UpperCAmelCase      (					a__ ):





						'''simple docstring'''






						print('left rotation node:'     ,      node.get_data() )
						lowerCAmelCase   :Any						=			node.get_left()
						assert ret is not None
						node.set_left(ret.get_right() )
						ret.set_right(a__ )
						lowerCAmelCase   :Union[str, Any]						=			my_max(get_height(node.get_right() )     ,      get_height(node.get_left() ) ) + 1
						node.set_height(a__ )
						lowerCAmelCase   :Tuple						=			my_max(get_height(ret.get_right() )     ,      get_height(ret.get_left() ) ) + 1
						ret.set_height(a__ )
						return ret


def        UpperCAmelCase      (					a__ ):





						'''simple docstring'''






						print('right rotation node:'     ,      node.get_data() )
						lowerCAmelCase   :Optional[int]						=			node.get_right()
						assert ret is not None
						node.set_right(ret.get_left() )
						ret.set_left(a__ )
						lowerCAmelCase   :int						=			my_max(get_height(node.get_right() )     ,      get_height(node.get_left() ) ) + 1
						node.set_height(a__ )
						lowerCAmelCase   :List[Any]						=			my_max(get_height(ret.get_right() )     ,      get_height(ret.get_left() ) ) + 1
						ret.set_height(a__ )
						return ret


def        UpperCAmelCase      (					a__ ):





						'''simple docstring'''






						lowerCAmelCase   :Optional[int]						=			node.get_left()
						assert left_child is not None
						node.set_left(left_rotation(a__ ) )
						return right_rotation(a__ )


def        UpperCAmelCase      (					a__ ):





						'''simple docstring'''






						lowerCAmelCase   :int						=			node.get_right()
						assert right_child is not None
						node.set_right(right_rotation(a__ ) )
						return left_rotation(a__ )


def        UpperCAmelCase      (					a__     ,      a__ ):





						'''simple docstring'''






						if node is None:
												return MyNode(a__ )
						if data < node.get_data():
												node.set_left(insert_node(node.get_left()     ,      a__ ) )
												if (
												    get_height(node.get_left() ) - get_height(node.get_right() ) == 2
												):  # an unbalance detected
																		lowerCAmelCase   :Dict						=			node.get_left()
																		assert left_child is not None
																		if (
																		    data < left_child.get_data()
																		):  # new node is the left child of the left child
																								lowerCAmelCase   :Union[str, Any]						=			right_rotation(a__ )
																		else:
																								lowerCAmelCase   :List[Any]						=			lr_rotation(a__ )
						else:
												node.set_right(insert_node(node.get_right()     ,      a__ ) )
												if get_height(node.get_right() ) - get_height(node.get_left() ) == 2:
																		lowerCAmelCase   :int						=			node.get_right()
																		assert right_child is not None
																		if data < right_child.get_data():
																								lowerCAmelCase   :List[str]						=			rl_rotation(a__ )
																		else:
																								lowerCAmelCase   :List[Any]						=			left_rotation(a__ )
						lowerCAmelCase   :Union[str, Any]						=			my_max(get_height(node.get_right() )     ,      get_height(node.get_left() ) ) + 1
						node.set_height(a__ )
						return node


def        UpperCAmelCase      (					a__ ):





						'''simple docstring'''






						while True:
												lowerCAmelCase   :int						=			root.get_right()
												if right_child is None:
																		break
												lowerCAmelCase   :Optional[Any]						=			right_child
						return root.get_data()


def        UpperCAmelCase      (					a__ ):





						'''simple docstring'''






						while True:
												lowerCAmelCase   :str						=			root.get_left()
												if left_child is None:
																		break
												lowerCAmelCase   :str						=			left_child
						return root.get_data()


def        UpperCAmelCase      (					a__     ,      a__ ):





						'''simple docstring'''






						lowerCAmelCase   :Optional[int]						=			root.get_left()
						lowerCAmelCase   :Optional[int]						=			root.get_right()
						if root.get_data() == data:
												if left_child is not None and right_child is not None:
																		lowerCAmelCase   :Tuple						=			get_left_most(a__ )
																		root.set_data(a__ )
																		root.set_right(del_node(a__     ,      a__ ) )
												elif left_child is not None:
																		lowerCAmelCase   :Optional[Any]						=			left_child
												elif right_child is not None:
																		lowerCAmelCase   :Any						=			right_child
												else:
																		return None
						elif root.get_data() > data:
												if left_child is None:
																		print('No such data' )
																		return root
												else:
																		root.set_left(del_node(a__     ,      a__ ) )
						else:  # root.get_data() < data
												if right_child is None:
																		return root
												else:
																		root.set_right(del_node(a__     ,      a__ ) )

						if get_height(a__ ) - get_height(a__ ) == 2:
												assert right_child is not None
												if get_height(right_child.get_right() ) > get_height(right_child.get_left() ):
																		lowerCAmelCase   :List[Any]						=			left_rotation(a__ )
												else:
																		lowerCAmelCase   :Tuple						=			rl_rotation(a__ )
						elif get_height(a__ ) - get_height(a__ ) == -2:
												assert left_child is not None
												if get_height(left_child.get_left() ) > get_height(left_child.get_right() ):
																		lowerCAmelCase   :List[Any]						=			right_rotation(a__ )
												else:
																		lowerCAmelCase   :Optional[Any]						=			lr_rotation(a__ )
						lowerCAmelCase   :str						=			my_max(get_height(root.get_right() )     ,      get_height(root.get_left() ) ) + 1
						root.set_height(a__ )
						return root




class 						__UpperCamelCase     :
					def __init__(							self							:	List[str]   )	->       None:
											lowerCAmelCase   :MyNode | None						=			None
					def        UpperCAmelCase__ (							self							:	Union[str, Any]   )	->       int:
											return get_height(self.root   )
					def        UpperCAmelCase__ (							self							:	int     , UpperCAmelCase							:	Any   )	->       None:
											print('insert:' + str(UpperCAmelCase   )   )
											lowerCAmelCase   :Any						=			insert_node(self.root     , UpperCAmelCase   )
					def        UpperCAmelCase__ (							self							:	Any     , UpperCAmelCase							:	Any   )	->       None:
											print('delete:' + str(UpperCAmelCase   )   )
											if self.root is None:
																	print('Tree is empty!'   )
																	return
											lowerCAmelCase   :List[Any]						=			del_node(self.root     , UpperCAmelCase   )
					def __str__(							self							:	Optional[Any]     , )	->       str:  # a level traversale, gives a more intuitive look on the tree
											lowerCAmelCase   :Tuple						=			''
											lowerCAmelCase   :Union[str, Any]						=			MyQueue()
											q.push(self.root   )
											lowerCAmelCase   :List[Any]						=			self.get_height()
											if layer == 0:
																	return output
											lowerCAmelCase   :int						=			0
											while not q.is_empty():
																	lowerCAmelCase   :List[str]						=			q.pop()
																	lowerCAmelCase   :int						=			' ' * int(math.pow(2     , layer - 1   )   )
																	output += space
																	if node is None:
																							output += "*"
																							q.push(UpperCAmelCase   )
																							q.push(UpperCAmelCase   )
																	else:
																							output += str(node.get_data()   )
																							q.push(node.get_left()   )
																							q.push(node.get_right()   )
																	output += space
																	lowerCAmelCase   :List[Any]						=			cnt + 1
																	for i in range(100   ):
																							if cnt == math.pow(2     , UpperCAmelCase   ) - 1:
																													lowerCAmelCase   :Tuple						=			layer - 1
																													if layer == 0:
																																			output += "\n*************************************"
																																			return output
																													output += "\n"
																													break
											output += "\n*************************************"
											return output


def        UpperCAmelCase      (					):





						'''simple docstring'''






						import doctest

						doctest.testmod()


if __name__ == "__main__":
		_test()
		__SCREAMING_SNAKE_CASE   =   AVLtree()
		__SCREAMING_SNAKE_CASE   =   list(range(10))
		random.shuffle(lst)
		for i in lst:
				t.insert(i)
				print(str(t))
		random.shuffle(lst)
		for i in lst:
				t.del_node(i)
				print(str(t))







"""simple docstring"""


# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import TYPE_CHECKING

from ..models.auto import AutoModelForVisionaSeq
from ..utils import requires_backends
from .base import PipelineTool


if TYPE_CHECKING:
		from PIL import Image




class 						__UpperCamelCase     (     UpperCamelCase						):
					lowercase_    :				Optional[Any]      =  """Salesforce/blip-image-captioning-base"""
					lowercase_    :				Optional[int]      =  (
					    """This is a tool that generates a description of an image. It takes an input named `image` which should be the """
					    """image to caption, and returns a text that contains the description in English."""
					)
					lowercase_    :				int      =  """image_captioner"""
					lowercase_    :				int      =  AutoModelForVisionaSeq

					lowercase_    :				List[str]      =  ["""image"""]
					lowercase_    :				int      =  ["""text"""]
					def __init__(							self							:	Any     , *UpperCAmelCase							:	str     , **UpperCAmelCase							:	List[str]   )	->       Union[str, Any]:
											requires_backends(self     , ['vision']   )
											super().__init__(*UpperCAmelCase     , **UpperCAmelCase   )
					def        UpperCAmelCase__ (							self							:	int     , UpperCAmelCase							:	"Image"   )	->       Union[str, Any]:
											return self.pre_processor(images=UpperCAmelCase     , return_tensors='pt'   )
					def        UpperCAmelCase__ (							self							:	int     , UpperCAmelCase							:	Optional[int]   )	->       Optional[int]:
											return self.model.generate(**UpperCAmelCase   )
					def        UpperCAmelCase__ (							self							:	Dict     , UpperCAmelCase							:	int   )	->       Dict:
											return self.pre_processor.batch_decode(UpperCAmelCase     , skip_special_tokens=UpperCAmelCase   )[0].strip()